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author:

Lan, ZR (Lan, ZR.) [1] | Zhang, DS (Zhang, DS.) [2]

Indexed by:

EI Scopus SCIE

Abstract:

The classification and dynamics monitoring of wetlands using remotely sensed data is a complicated, time-consuming process involving high costs, and the accuracy varies depending on the techniques used for image processing and analysis, and the time and costs required for training, etc. This paper presents an optimization-based layered classification method for the classification and dynamics monitoring of wetlands based on a decision procedure of multiple objectives. Four driven factors including techniques to be used, classification accuracy, and the time and cost needed for the classification, were selected as the indicators of criteria in optimization of the layered classification. This method was applied to Thematic Mapper (TM) image classification of the wetlands in Minjiang River estuary and led to the overall correct percentage of 85.13% for seven categories of the wetlands.

Keyword:

Community:

  • [ 1 ] Fuzhou Univ, Minst Educ, Spatial Informat Res Ctr, Key Lab Data Min & Informat Sharing, Fuzhou 350002, Peoples R China

Reprint 's Address:

  • [Lan, ZR]Fuzhou Univ, Minst Educ, Spatial Informat Res Ctr, Key Lab Data Min & Informat Sharing, Fuzhou 350002, Peoples R China

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Source :

INTERNATIONAL JOURNAL OF REMOTE SENSING

ISSN: 0143-1161

Year: 2006

Issue: 8

Volume: 27

Page: 1511-1520

0 . 9 8

JCR@2006

3 . 0 0 0

JCR@2023

ESI Discipline: GEOSCIENCES;

JCR Journal Grade:2

Cited Count:

WoS CC Cited Count:

SCOPUS Cited Count: 7

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 1

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